Avelino Javer

NIHR Imperial Biomedical Research Centre — United Kingdom

Chemistry · Physical Sciences

12h-index943citations18.5kworks5.02yr avg
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Research Topics

Inorganic Chemistry and Materials(1501), Solid-state spectroscopy and crystallography(602), Microwave and Dielectric Measurement Techniques(562), Magnetism in coordination complexes(456), Metallurgy and Material Science(375)

Publications18.5k total

A neural network model enables worm tracking in challenging conditions and increases signal-to-noise ratio in phenotypic screens
PLoS Computational Biology·2025· 1 citedOpen Access
An improved neural network model enables worm tracking in challenging conditions and increases signal-to-noise ratio in phenotypic screens
2024· 9 citedOpen Access
Machine learning for determining lateral flow device results for testing of SARS-CoV-2 infection in asymptomatic populations
Cell Reports Medicine·2022· 19 citedOpen Access
Dynamics of Bacterial Chromosomes by Locus Tracking in Fluorescence Microscopy
Methods in molecular biology·2022· 1 cited
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks
arXiv (Cornell University)·2021Open Access
Longitudinal patient stratification of electronic health records with\n flexible adjustment for clinical outcomes
arXiv (Cornell University)·2021Open Access
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes
arXiv (Cornell University)·2021· 1 citedOpen Access
Tissue-specific isoforms of the single C. elegans Ryanodine receptor gene unc-68 control specific functions
PLoS Genetics·2020· 13 citedOpen Access
Prediction of the onset of cardiovascular diseases from electronic\n health records using multi-task gated recurrent units
arXiv (Cornell University)·2020· 7 citedOpen Access
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units
arXiv (Cornell University)·2020· 3 citedOpen Access
Tierpsy Tracker test data
Zenodo (CERN European Organization for Nuclear Research)·2020Open Access
Tierpsy Tracker test data
Figshare·2020Open Access
Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin Filaments
2020· 4 citedOpen Access
Estimating the posture of coiled and overlapping worms using a neural network
Bulletin of the American Physical Society·2020
Shared behavioral mechanisms underlie C. elegans aggregation and swarming
KOPS (University of Konstanz)·2020Open Access
DeepScratch: Single-cell based topological metrics of scratch wound assays
Computational and Structural Biotechnology Journal·2020· 22 citedOpen Access
Shared behavioral mechanisms underlie C. elegans aggregation and swarming
eLife·2019· 47 citedOpen Access
Author response: Shared behavioral mechanisms underlie C. elegans aggregation and swarming
2019Open Access
Semantic Filtering Through Deep Source Separation on Microscopy Images
Lecture notes in computer science·2019Open Access
Identification of C. elegans Strains Using a Fully Convolutional Neural Network on Behavioural Dynamics
Lecture notes in computer science·2019· 12 cited
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Frequent Co-authors

André EX Brown(36), Eviatar Yemini(27), Chris Li(27), William R Schafer(27), Laura J Grundy(26), Quee-Lim Ch'ng(26), Rex Kerr(26), Michael Currie(25), Chee Wai Lee(21), Jim Hokanson(16), Kezhi Li(14), Pietro Cicuta(7), Marco Cosentino Lagomarsino(7), Kezhi Li(6), Jim Hokanson(5), Kezhi Li(4), Jens Rittscher(4), Jim Hokanson(4), Chee Wai Lee(4), Kezhi Li(4)